{"_buckets": {"deposit": "8455d90e-1b20-472e-b501-adf1858a1076"}, "_deposit": {"id": "3268", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "3268"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3268", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Comparative Analysis of Back Propagation Neural Network and Probabilistic Neural Network for Diseases", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "The diagnosis of diseases is a criticalanddifficult job in medicine. An attempt to exploitknowledge and experience of several specialistsand clinical screening data of patients composedin databases to assist the diagnosis procedure.Data Mining is the process of automatinginformation discovery for finding relationshipsdata to predict outcomes. In this paper, anefficient approach is compared for the intelligentdiseases prediction based on Back PropagationNeural Network (BPNN) and Probabilistic NeuralNetwork (PNN) techniques. This paper willcompare the performance of BPNN and PNNbased on their accuracy and execution time forpredicting the diseases such as chronic kidneydisease, hepatitis disease, heart disease and breastcancer disease"}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value": []}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-07-19"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "166_PDFsam_PSC_final proof.pdf", "filesize": [{"value": "137 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 137000.0, "url": {"url": "https://meral.edu.mm/record/3268/files/166_PDFsam_PSC_final proof.pdf"}, "version_id": "c44dbf4f-9fe3-4094-a420-1a8670f4ed95"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Eighth Local Conference on Parallel and Soft Computing", "subitem_pages": "", "subitem_volume": ""}]}, "item_1583103147082": {"attribute_name": "Conference papers", "attribute_value_mlt": [{"subitem_acronym": "", "subitem_c_date": "", "subitem_conference_title": "", "subitem_part": "", "subitem_place": "", "subitem_session": "", "subitem_website": ""}]}, "item_1583103211336": {"attribute_name": "Books/reports/chapters", "attribute_value_mlt": [{"subitem_book_title": "", "subitem_isbn": "", "subitem_pages": "", "subitem_place": "", "subitem_publisher": ""}]}, "item_1583103233624": {"attribute_name": "Thesis/dissertations", "attribute_value_mlt": [{"subitem_awarding_university": "", "subitem_supervisor(s)": [{"subitem_supervisor": ""}]}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Soe, Phyo Thandar"}, {"subitem_authors_fullname": "Aye, Nwe Nwe"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Article"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2017-12-27"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/1035"}, "item_title": "Comparative Analysis of Back Propagation Neural Network and Probabilistic Neural Network for Diseases", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000003268", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-19"}, "publish_date": "2019-07-19", "publish_status": "0", "recid": "3268", "relation": {}, "relation_version_is_last": true, "title": ["Comparative Analysis of Back Propagation Neural Network and Probabilistic Neural Network for Diseases"], "weko_shared_id": -1}